医学 AI

Quantitative analysis of image quality in low-dose CT imaging for Covid-19 patients

Behrooz Ghane, Alireza Karimian, Samaneh Mostafapour, Faezeh Gholamiankhak, Seyedjafar Shojaerazavi, Hossein Arabi

专题命中 医学影像 ：CT(title,abstract)；分类 eess.IV

L-SNet: from Region Localization to Scale Invariant Medical Image Segmentation

Jiahao Xie, Sheng Zhang, Jianwei Lu, Ye Luo

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV

Deep Triplet Hashing Network for Case-based Medical Image Retrieval

Jiansheng Fang, Huazhu Fu, Jiang Liu

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV

Comments 12 pages, 6 figures, MedIA Journal

Key Technology Considerations in Developing and Deploying Machine Learning Models in Clinical Radiology Practice

Viraj Kulkarni, Manish Gawali, Amit Kharat

专题命中 医学影像 ：radiology(title,abstract)；分类 cs.LG

Comprehensive Study on Denoising of Medical Images Utilizing Neural Network Based Auto-Encoder

Thoshara Nawarathne, Thanushi Withanage, Samitha Gunarathne, Upekha Delay, Eranda Somathilake, Janith Senanayake, Roshan Godaliyadda, Parakrama Ekanayake, Janaka Wijayakulasooriya, Chathura Rathnayake

专题命中 医学影像 ：medical image(title,abstract)；分类 eess.SP

Comments 7 pages, 16 figures, 2 tables

MRSaiFE: Tissue Heating Prediction for MRI: a Feasibility Study

Simone Angela Winkler, Isabelle Saniour, Akshay Chaudhari, Fraser Robb, J Thomas Vaughan

专题命中 医学影像 ：MRI(title,abstract)；分类 eess.IV

Comments 3 pages, 1 figure

Edge, Structure and Texture Refinement for Retrospective High Quality MRI Restoration using Deep Learning

Hao Li, Jianan Liu

专题命中 医学影像 ：MRI(title,abstract)；分类 eess.IV

Comments 18 pages, 10 figures

A fast method for simultaneous reconstruction and segmentation in X-ray CT application

Yiqiu Dong, Chunlin Wu, Shi Yan

专题命中 医学影像 ：CT(title,abstract)；分类 cs.CV

Unsupervised Medical Image Translation Using Cycle-MedGAN

Karim Armanious, Chenming Jiang, Sherif Abdulatif, Thomas Küstner, Sergios Gatidis, Bin Yang

专题命中 医学影像 ：medical image(title)；CT(abstract)；分类 cs.CV

Comments Submitted to EUSIPCO 2019, 5 pages

Automatic segmentation of CT images for ventral body composition analysis

Yabo Fu, Joseph E. Ippolito, Daniel R. Ludwig, Rehan Nizamuddin, Harold H. Li, Deshan Yang

专题命中 医学影像 ：CT(title,abstract)；分类 eess.IV

Journal ref Medical Physics 2020

Liver Segmentation in Abdominal CT Images via Auto-Context Neural Network and Self-Supervised Contour Attention

Minyoung Chung, Jingyu Lee, Jeongjin Lee, Yeong-Gil Shin

专题命中 医学影像 ：CT(title,abstract)；分类 cs.CV

Comments 10 pages, 8 figures

Automatic Registration between Cone-Beam CT and Scanned Surface via Deep-Pose Regression Neural Networks and Clustered Similarities

Minyoung Chung, Jingyu Lee, Wisoo Song, Youngchan Song, Il-Hyung Yang, Jeongjin Lee, Yeong-Gil Shin

专题命中 医学影像 ：CT(title,abstract)；分类 cs.CV

Comments 9 pages, 6 figures

Development and evaluation of a 3D annotation software for interactive COVID-19 lesion segmentation in chest CT

Simone Bendazzoli, Irene Brusini, Mehdi Astaraki, Mats Persson, Jimmy Yu, Bryan Connolly, Sven Nyrén, Fredrik Strand, Örjan Smedby, Chunliang Wang

专题命中 医学影像 ：CT(title,abstract)；分类 eess.IV

Comments 19 pages, 7 figures, 3 tables

Coronary Plaque Analysis for CT Angiography Clinical Research

Felix Denzinger, Michael Wels, Christian Hopfgartner, Jing Lu, Max Schöbinger, Andreas Maier, Michael Sühling

专题命中 医学影像 ：CT(title,abstract)；分类 cs.CV

Comments Accepted to BVM 2021

Learning from Multiple Datasets with Heterogeneous and Partial Labels for Universal Lesion Detection in CT

Ke Yan, Jinzheng Cai, Youjing Zheng, Adam P. Harrison, Dakai Jin, Youbao Tang, Yuxing Tang, Lingyun Huang, Jing Xiao, Le Lu

专题命中 医学影像 ：CT(title,abstract)；分类 cs.CV

Comments IEEE Trans on Medical Imaging. Annotation and evaluation code in https://github.com/viggin/DeepLesion_manual_test_set

SkiNet: A Deep Learning Solution for Skin Lesion Diagnosis with Uncertainty Estimation and Explainability

Rajeev Kumar Singh, Rohan Gorantla, Sai Giridhar Allada, Narra Pratap

专题命中 医学影像 ：diagnosis(title,abstract)；分类 cs.CV

PDE-constrained optimization in medical image analysis

Andreas Mang, Amir Gholami, Christos Davatzikos, George Biros

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV

Journal ref Optimization and Engineering 19, 765-812, 2018

Dual-energy CT Reconstruction from Dual Quarter Scans

Wenkun Zhang, Ningning Liang, Linyuan Wang, Ailong Cai, Zhizhong Zheng, Chao Tang, Yizhong Wang, Lei Li, Bin Yan, Guoen Hu

专题命中 医学影像 ：CT(title,abstract)；分类 eess.IV

CT Super Resolution via Zero Shot Learning

Zhicheng Zhang, Shaode Yu, Wenjian Qin, Xiaokun Liang, Yaoqin Xie, Guohua Cao

专题命中 医学影像 ：CT(title,abstract)；分类 eess.IV

LEARN++: Recurrent Dual-Domain Reconstruction Network for Compressed Sensing CT

Yi Zhang, Hu Chen, Wenjun Xia, Yang Chen, Baodong Liu, Yan Liu, Huaiqiang Sun, Jiliu Zhou

专题命中 医学影像 ：CT(title,abstract)；分类 cs.CV

Comments 10 pages, 11 figures

Model-driven reconstruction with phase-constrained highly-oversampled MRI

F. Galve, J. Alonso, J. M. Algarín, J. M. Benlloch

专题命中 医学影像 ：MRI(title,abstract)；分类 eess.IV

Comments We have made a major revision to the manuscript to include phase constraining and its contribution to the reconstruction improvements we report on

Calibrationless MRI Reconstruction with a Plug-in Denoiser

Shen Zhao, Lee C. Potter, Rizwan Ahmad

专题命中 医学影像 ：MRI(title,abstract)；分类 eess.IV

Model-based Catheter Segmentation in MRI-images

Andre Mastmeyer, Guillaume Pernelle, Lauren Barber, Steve Pieper, Dirk Fortmeier, Sandy Wells, Heinz Handels, Tina Kapur

专题命中 医学影像 ：MRI(title,abstract)；分类 cs.CV

Comments MICCAI 2015

Semi-Supervised Deep Learning for Multi-Tissue Segmentation from Multi-Contrast MRI

Syed Muhammad Anwar, Ismail Irmakci, Drew A. Torigian, Sachin Jambawalikar, Georgios Z. Papadakis, Can Akgun, Mehmet Akcakaya, Ulas Bagci

专题命中 医学影像 ：MRI(title,abstract)；分类 eess.IV

Comments 20 pages, 9 figures, Journal of Signal Processing Systems

Data-driven regularization parameter selection in dynamic MRI

Matti Hanhela, Olli Gröhn, Mikko Kettunen, Kati Niinimäki, Marko Vauhkonen, Ville Kolehmainen

专题命中 医学影像 ：MRI(title,abstract)；分类 eess.IV

Comments 22 pages, 7 figures

Simulating single-coil MRI from the responses of multiple coils

Mark Tygert, Jure Zbontar

专题命中 医学影像 ：MRI(title,abstract)；分类 eess.IV

Comments 14 pages, 17 figures

Journal ref Commun. Appl. Math. Comput. Sci. 15 (2020) 1-13

MRI-Guided High Intensity Focused Ultrasound of Liver and Kidney

Baudouin Denis de Senneville, Mario Ries, Wilbert Bartels, Chrit Moonen

专题命中 医学影像 ：MRI(title,abstract)；分类 cs.CV

Comments 27 pages, 5 figures

Labeling of Multilingual Breast MRI Reports

Chen-Han Tsai, Nahum Kiryati, Eli Konen, Miri Sklair-Levy, Arnaldo Mayer

专题命中 医学影像 ：MRI(title,abstract)；分类 cs.CV

Comments 10 pages, 5 figures, MICCAI LABELS Workshop 2020

Journal ref Lecture Notes in Computer Science 12446 (2020) 233-241

Penalized PET/CT Reconstruction Algorithms with Automatic Realignment for Anatomical Priors

Yu-Jung Tsai, Alexandre Bousse, Simon Arridge, Charles W. Stearns, Brian F. Hutton, Kris Thielemans

专题命中 医学影像 ：CT(title,abstract)；分类 eess.IV

Comments 11 pages with 14 figures. The accepted version

Distribution-aware Margin Calibration for Medical Image Segmentation

Zhibin Li, Litao Yu, Jian Zhang

专题命中 医学影像 ：medical image(title,abstract)；分类 cs.CV